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import os | |
import gradio as gr | |
import requests | |
import openai | |
# π Load API keys from environment variables (set these in Hugging Face Secrets) | |
weather_api_key = os.getenv("openweather") | |
groq_api_key = os.getenv("GROQ_API_KEY") | |
openai.api_key = os.getenv("OPENAI_API_KEY") | |
serper_api_key = os.getenv("SERPER_API_KEY") | |
# π€οΈ Weather Fetch | |
def get_weather(city_name): | |
if not city_name.strip(): | |
city_name = "Dubai" | |
try: | |
url = f"https://api.openweathermap.org/data/2.5/weather?q={city_name}&appid={weather_api_key}&units=metric" | |
data = requests.get(url).json() | |
if data["cod"] == 200: | |
rain = data.get("rain", {}).get("1h", 0) | |
condition = data["weather"][0]["main"] | |
emoji_map = { | |
"Clear": "βοΈ", "Clouds": "βοΈ", "Rain": "π§οΈ", | |
"Snow": "βοΈ", "Thunderstorm": "βοΈ", "Drizzle": "π¦οΈ", | |
"Mist": "π«οΈ", "Haze": "π", "Fog": "π«οΈ" | |
} | |
emoji = emoji_map.get(condition, "π") | |
return { | |
"city": data["name"], | |
"country": data["sys"]["country"], | |
"temperature": int(data["main"]["temp"]), | |
"feels_like": int(data["main"]["feels_like"]), | |
"humidity": data["main"]["humidity"], | |
"pressure": data["main"]["pressure"], | |
"description": f"{data['weather'][0]['description'].title()} {emoji}", | |
"wind_speed": data["wind"]["speed"], | |
"visibility": data.get("visibility", 10000) // 1000, | |
"rain_chance": f"{rain} mm" | |
} | |
else: | |
return None | |
except: | |
return None | |
# πΌοΈ Format Weather Display | |
def format_weather_display(data): | |
if not data: | |
return "<div style='text-align:center; color: #e74c3c; font-size: 18px; padding: 40px;'>β City not found. Please try again.</div>" | |
font_color = "#2d3436" | |
card_bg = "#e8f5e9" | |
main_bg = "#ffffff" | |
return f""" | |
<div style="background: {main_bg}; border-radius: 16px; padding: 25px; box-shadow: 0 10px 30px rgba(0,0,0,0.1);"> | |
<div style="text-align: center; margin-bottom: 25px;"> | |
<h2 style="margin: 0; color: {font_color}; font-size: 24px; font-weight: 600;">π {data['city']}, {data['country']}</h2> | |
<h1 style="margin: 10px 0; font-size: 64px; color: {font_color}; font-weight: 300;">{data['temperature']}Β°C</h1> | |
<p style="margin: 5px 0; color: {font_color}; font-size: 18px; font-weight: 500;">{data['description']}</p> | |
</div> | |
<div style="display: grid; grid-template-columns: repeat(3, 1fr); gap: 15px; margin-top: 25px;"> | |
<div style="background: {card_bg}; border-radius: 12px; padding: 16px; text-align: center; color: {font_color};"> | |
<div style="font-size: 24px; margin-bottom: 8px;">π§</div> | |
<strong style="font-size: 16px; display: block;">{data['rain_chance']}</strong> | |
<span style="font-size: 12px; opacity: 0.8;">Precipitation</span> | |
</div> | |
<div style="background: {card_bg}; border-radius: 12px; padding: 16px; text-align: center; color: {font_color};"> | |
<div style="font-size: 24px; margin-bottom: 8px;">π</div> | |
<strong style="font-size: 16px; display: block;">{data['pressure']} mb</strong> | |
<span style="font-size: 12px; opacity: 0.8;">Pressure</span> | |
</div> | |
<div style="background: {card_bg}; border-radius: 12px; padding: 16px; text-align: center; color: {font_color};"> | |
<div style="font-size: 24px; margin-bottom: 8px;">π¨</div> | |
<strong style="font-size: 16px; display: block;">{data['wind_speed']} km/h</strong> | |
<span style="font-size: 12px; opacity: 0.8;">Wind Speed</span> | |
</div> | |
<div style="background: {card_bg}; border-radius: 12px; padding: 16px; text-align: center; color: {font_color};"> | |
<div style="font-size: 24px; margin-bottom: 8px;">π‘οΈ</div> | |
<strong style="font-size: 16px; display: block;">{data['feels_like']}Β°C</strong> | |
<span style="font-size: 12px; opacity: 0.8;">Feels Like</span> | |
</div> | |
<div style="background: {card_bg}; border-radius: 12px; padding: 16px; text-align: center; color: {font_color};"> | |
<div style="font-size: 24px; margin-bottom: 8px;">ποΈ</div> | |
<strong style="font-size: 16px; display: block;">{data['visibility']} km</strong> | |
<span style="font-size: 12px; opacity: 0.8;">Visibility</span> | |
</div> | |
<div style="background: {card_bg}; border-radius: 12px; padding: 16px; text-align: center; color: {font_color};"> | |
<div style="font-size: 24px; margin-bottom: 8px;">π¦</div> | |
<strong style="font-size: 16px; display: block;">{data['humidity']}%</strong> | |
<span style="font-size: 12px; opacity: 0.8;">Humidity</span> | |
</div> | |
</div> | |
</div> | |
""" | |
# πΎ Farming Assistant Chatbot (Groq API) | |
def agri_chat(msg, history): | |
prompt = f"You're a smart farming assistant. Help the farmer clearly and briefly.\nUser: {msg}\nAssistant:" | |
url = "https://api.groq.com/openai/v1/chat/completions" | |
headers = {"Authorization": f"Bearer {groq_api_key}", "Content-Type": "application/json"} | |
body = { | |
"model": "llama3-8b-8192", | |
"messages": [{"role": "user", "content": prompt}], | |
"temperature": 0.7 | |
} | |
try: | |
res = requests.post(url, headers=headers, json=body).json() | |
reply = res["choices"][0]["message"]["content"] | |
except: | |
reply = "β οΈ Unable to get response. Try again." | |
history.append({"role": "user", "content": msg}) | |
history.append({"role": "assistant", "content": reply}) | |
return history, history | |
# π± Crop Search (OpenAI) | |
def search_crop(crop_name): | |
try: | |
messages = [ | |
{ | |
"role": "system", | |
"content": ( | |
"You are an expert agronomist. When asked about a crop, provide the following in well-structured HTML:\n\n" | |
"1. A short paragraph (3β5 sentences) about the crop, including where it's commonly grown and its basic growing needs.\n" | |
"2. A bullet list of 3β5 benefits of growing or consuming the crop.\n" | |
"3. A numbered list (5β7 steps) explaining how to grow this crop from seed to harvest.\n\n" | |
"Use proper HTML structure with <h3>, <p>, <ul>, <ol>, <li> tags." | |
) | |
}, | |
{ | |
"role": "user", | |
"content": f"Tell me about {crop_name}. Include a short paragraph, key benefits, and growing steps." | |
} | |
] | |
response = openai.chat.completions.create( | |
model="gpt-3.5-turbo", | |
messages=messages | |
) | |
return response.choices[0].message.content.strip() | |
except Exception as e: | |
return f"<div style='color:red;'>β οΈ Error fetching crop info: {str(e)}</div>" | |
# π± Fetch best crops based on region using OpenAI | |
def get_best_crops_for_region(city, country, temp, humidity, description): | |
try: | |
messages = [ | |
{ | |
"role": "system", | |
"content": ( | |
"You are an expert agronomist. Based on the region, temperature, humidity, and weather condition, " | |
"suggest 6 to 9 crops that grow best in this region. Return each crop as a Python tuple like:\n" | |
"(\"Tomato\", \"Needs warm weather, full sun, and well-drained soil.\")" | |
) | |
}, | |
{ | |
"role": "user", | |
"content": ( | |
f"Suggest best crops for {city}, {country} where the average temperature is {temp}Β°C, " | |
f"humidity is {humidity}%, and the weather condition is '{description.lower()}'. " | |
"Output the results as Python tuples." | |
) | |
} | |
] | |
response = openai.chat.completions.create( | |
model="gpt-3.5-turbo", | |
messages=messages | |
) | |
content = response.choices[0].message.content.strip() | |
crops = [] | |
for line in content.split('\n'): | |
line = line.strip().rstrip(',') | |
if line.startswith('(') and line.endswith(')'): | |
try: | |
crop_tuple = eval(line) | |
if isinstance(crop_tuple, tuple) and len(crop_tuple) == 2: | |
crops.append(crop_tuple) | |
except: | |
continue | |
return crops if crops else [("β οΈ No Crops Found", "Try a different city or adjust your weather input.")] | |
except Exception as e: | |
return [("β οΈ Error", f"Could not fetch crops: {str(e)}")] | |
# π¨ Format each crop card for the grid layout | |
def format_crop_card(name, details): | |
return f""" | |
<div class='crop-card'> | |
<div class='crop-name'>{name.title()}</div> | |
<div class='crop-description'>{details}</div> | |
</div> | |
""" | |
# Launch UI with layout from old code + crop cards and search | |
custom_css = """ | |
body, .gradio-container { | |
background: linear-gradient(135deg, #f5f7fa 0%, #c3cfe2 100%) !important; | |
font-family: 'Segoe UI', 'Roboto', sans-serif; | |
min-height: 100vh; | |
} | |
#main-title { | |
text-align: center; | |
font-size: 2.5rem; | |
font-weight: 700; | |
margin-bottom: 10px; | |
color: #2e7d32; | |
text-shadow: 2px 2px 4px rgba(0,0,0,0.1); | |
} | |
#subtitle { | |
text-align: center; | |
font-size: 1.1rem; | |
color: #666; | |
margin-bottom: 30px; | |
font-weight: 400; | |
} | |
.section-header { | |
background: linear-gradient(135deg, #43a047 0%, #388e3c 100%); | |
color: white; | |
padding: 12px 20px; | |
border-radius: 12px 12px 0 0; | |
margin: 0; | |
font-size: 1.2rem; | |
font-weight: 600; | |
text-align: center; | |
box-shadow: 0 4px 15px rgba(67, 160, 71, 0.3); | |
} | |
.content-box { | |
background-color: #ffffff; | |
border-radius: 0 0 16px 16px; | |
padding: 25px; | |
box-shadow: 0 8px 32px rgba(0, 0, 0, 0.1); | |
min-height: 520px; | |
border-top: 3px solid #43a047; | |
} | |
.weather-controls { | |
background: #f8f9fa; | |
padding: 20px; | |
border-radius: 12px; | |
margin-bottom: 20px; | |
border: 1px solid #e9ecef; | |
} | |
.footer { | |
background: linear-gradient(135deg, #2e7d32 0%, #1b5e20 100%); | |
color: white; | |
padding: 30px; | |
border-radius: 16px; | |
margin-top: 30px; | |
box-shadow: 0 8px 32px rgba(0, 0, 0, 0.15); | |
} | |
.footer h3 { | |
margin: 0 0 15px 0; | |
font-size: 1.3rem; | |
font-weight: 600; | |
color: #ffffff; | |
} | |
.footer-content { | |
display: grid; | |
grid-template-columns: repeat(auto-fit, minmax(250px, 1fr)); | |
gap: 25px; | |
margin-bottom: 20px; | |
} | |
.footer-section { | |
background: rgba(255, 255, 255, 0.1); | |
padding: 20px; | |
border-radius: 12px; | |
backdrop-filter: blur(10px); | |
} | |
.footer-section h4 { | |
margin: 0 0 10px 0; | |
color: #a8e6cf; | |
font-size: 1.1rem; | |
} | |
.footer-section ul { | |
list-style: none; | |
padding: 0; | |
margin: 0; | |
} | |
.footer-section li { | |
margin: 8px 0; | |
padding-left: 20px; | |
position: relative; | |
} | |
.footer-section li:before { | |
content: "β"; | |
position: absolute; | |
left: 0; | |
color: #a8e6cf; | |
font-weight: bold; | |
} | |
button { | |
background: linear-gradient(135deg, #43a047 0%, #388e3c 100%) !important; | |
color: white !important; | |
border-radius: 10px !important; | |
border: none !important; | |
padding: 12px 24px !important; | |
font-weight: 600 !important; | |
transition: all 0.3s ease !important; | |
box-shadow: 0 4px 15px rgba(67, 160, 71, 0.3) !important; | |
} | |
button:hover { | |
transform: translateY(-2px) !important; | |
box-shadow: 0 6px 20px rgba(67, 160, 71, 0.4) !important; | |
} | |
.gradio-textbox input { | |
border-radius: 10px !important; | |
border: 2px solid #e9ecef !important; | |
padding: 12px 16px !important; | |
font-size: 16px !important; | |
transition: all 0.3s ease !important; | |
} | |
.gradio-textbox input:focus { | |
border-color: #43a047 !important; | |
box-shadow: 0 0 0 3px rgba(67, 160, 71, 0.1) !important; | |
} | |
.card-grid { | |
display: grid; | |
grid-template-columns: repeat(3, 1fr); | |
gap: 18px; | |
margin-top: 25px; | |
} | |
.crop-card { | |
background: #ffffff; | |
border: 1px solid #c8e6c9; | |
border-radius: 16px; | |
padding: 20px; | |
box-shadow: 0 4px 12px rgba(67, 160, 71, 0.1); | |
transition: transform 0.2s ease, box-shadow 0.2s ease; | |
} | |
.crop-card:hover { | |
transform: translateY(-4px); | |
box-shadow: 0 8px 20px rgba(67, 160, 71, 0.2); | |
} | |
.crop-name { | |
font-size: 20px; | |
font-weight: 600; | |
color: #2e7d32; | |
margin-bottom: 12px; | |
text-align: center; | |
} | |
.crop-description { | |
font-size: 15px; | |
color: #444; | |
line-height: 1.5; | |
text-align: center; | |
} | |
""" | |
def launch_ui(): | |
with gr.Blocks(css=custom_css, title="Shafaq's AgriWeather") as demo: | |
# Header Section | |
gr.Markdown("<div id='main-title'>πΏ Shafaq's AgriWeather Hub</div>") | |
gr.Markdown("<div id='subtitle'>Real-time Weather Data & Smart Farming Assistant</div>") | |
# Main Content | |
with gr.Row(equal_height=True): | |
# Weather Section | |
with gr.Column(scale=1): | |
gr.Markdown("<div class='section-header'>π€οΈ Weather Dashboard</div>") | |
with gr.Group(elem_classes="content-box"): | |
with gr.Group(elem_classes="weather-controls"): | |
city_input = gr.Textbox( | |
label="ποΈ City Name", | |
value="Dubai", | |
placeholder="Enter city name (e.g., Dubai, London, Tokyo)", | |
info="Get real-time weather data for any city worldwide" | |
) | |
update_btn = gr.Button("π Get Weather Data", variant="primary") | |
weather_html = gr.HTML() | |
# Chat Section | |
with gr.Column(scale=1): | |
gr.Markdown("<div class='section-header'>πΎ AgriBot Assistant</div>") | |
with gr.Group(elem_classes="content-box"): | |
chat = gr.Chatbot( | |
height=350, | |
type="messages", | |
show_label=False, | |
bubble_full_width=False, | |
avatar_images=("π¨βπΎ", "π€") | |
) | |
with gr.Row(): | |
message = gr.Textbox( | |
placeholder="Ask about crops, weather impact, farming tips...", | |
show_label=False, | |
scale=4 | |
) | |
ask_btn = gr.Button("Send", variant="primary", scale=1) | |
# Quick suggestions | |
gr.Markdown(""" | |
**π‘ Quick Questions:** | |
- "What crops grow best in hot weather?" | |
- "How does humidity affect plant growth?" | |
- "Best irrigation practices for dry season?" | |
""") | |
state = gr.State([]) | |
# --- Dynamic Crop Cards Section --- | |
gr.Markdown("<div class='section-header'>πΏ Crops That Grow Best in Your Region</div>") | |
crop_cards_html = gr.HTML() | |
def generate_crop_cards(city): | |
weather = get_weather(city) | |
if not weather: | |
return "<div style='padding:20px; color:red;'>β οΈ Couldn't fetch crops due to missing weather data.</div>" | |
crops = get_best_crops_for_region( | |
city=weather["city"], | |
country=weather["country"], | |
temp=weather["temperature"], | |
humidity=weather["humidity"], | |
description=weather["description"] | |
) | |
return "<div class='card-grid'>" + "".join(format_crop_card(name, details) for name, details in crops) + "</div>" | |
# --- Crop search section --- | |
gr.Markdown("<div class='section-header'>π Search for Crop Growing Conditions</div>") | |
with gr.Group(elem_classes="content-box"): | |
with gr.Row(): | |
crop_search_input = gr.Textbox( | |
placeholder="Type a crop name (e.g., Tomato, Wheat)...", | |
show_label=False, | |
scale=5 | |
) | |
crop_search_btn = gr.Button("π Search", variant="primary", scale=1) | |
crop_search_output = gr.HTML() | |
# --- Coming Soon Plant Doc Feature Section --- | |
gr.Markdown("<div class='section-header'>πΏ Coming Soon: Plant Doctor Feature</div>") | |
with gr.Group(elem_classes="content-box"): | |
gr.HTML(""" | |
<div style="text-align: center; padding: 50px; color: #555; font-size: 1.2rem;"> | |
<h3>Future Feature: Diagnose Plant Diseases!</h3> | |
<p>Upload an image of your plant, and our AI-powered Plant Doctor will identify potential diseases and suggest treatments. Stay tuned!</p> | |
<div style="margin-top: 30px;"> | |
<span style="font-size: 60px;">π±</span> | |
<span style="font-size: 60px; margin-left: 20px;">π¬</span> | |
<span style="font-size: 60px; margin-left: 20px;">π‘</span> | |
</div> | |
</div> | |
""") | |
# Footer Section (fixed) | |
gr.HTML(""" | |
<div class='footer'> | |
<h3>π± About Shafaq's AgriWeather Hub</h3> | |
<div class='footer-content'> | |
<div class='footer-section'> | |
<h4>π€οΈ Weather Features</h4> | |
<ul> | |
<li>Real-time weather updates for any city</li> | |
<li>Detailed forecasts: temperature, wind, humidity, etc.</li> | |
<li>Smart visual indicators with icons</li> | |
<li>Location-based crop recommendations</li> | |
</ul> | |
</div> | |
<div class='footer-section'> | |
<h4>π€ AgriBot Capabilities</h4> | |
<ul> | |
<li>Ask farming-related questions interactively</li> | |
<li>Get irrigation, soil & seasonal guidance</li> | |
<li>Pest, disease & crop management tips</li> | |
<li>Uses advanced AI (Groq + OpenAI)</li> | |
</ul> | |
</div> | |
<div class='footer-section'> | |
<h4>π Crop Search Intelligence</h4> | |
<ul> | |
<li>Search growing conditions for any crop</li> | |
<li>Uses trusted sources via Serper API</li> | |
<li>Clean layout with links to learn more</li> | |
<li>Get contextual crop care information</li> | |
</ul> | |
</div> | |
<div class='footer-section'> | |
<h4>π Quick Usage Tips</h4> | |
<ul> | |
<li>Start by entering a city to get crop advice</li> | |
<li>Ask specific crop or weather questions</li> | |
<li>Use the crop search for deeper research</li> | |
<li>Combine data for informed decisions</li> | |
</ul> | |
</div> | |
</div> | |
<div style='text-align: center; margin-top: 20px; padding-top: 20px; border-top: 1px solid rgba(255,255,255,0.2); color: rgba(255,255,255,0.85); font-size: 14px;'> | |
<p>π Built by Shafaq Mandha | Powered by OpenWeather, Groq, OpenAI, and Serper APIs | All rights reserved Β© 2025</p> | |
</div> | |
</div> | |
""") | |
# Event bindings | |
update_btn.click( | |
fn=lambda city: (format_weather_display(get_weather(city)), generate_crop_cards(city)), | |
inputs=city_input, | |
outputs=[weather_html, crop_cards_html] | |
) | |
city_input.submit( | |
fn=lambda city: (format_weather_display(get_weather(city)), generate_crop_cards(city)), | |
inputs=city_input, | |
outputs=[weather_html, crop_cards_html] | |
) | |
ask_btn.click(fn=agri_chat, inputs=[message, state], outputs=[chat, state]) | |
message.submit(fn=agri_chat, inputs=[message, state], outputs=[chat, state]) | |
crop_search_btn.click(fn=search_crop, inputs=crop_search_input, outputs=crop_search_output) | |
# Load initial weather on launch | |
demo.load(fn=lambda: (format_weather_display(get_weather("Dubai")), generate_crop_cards("Dubai")), | |
inputs=None, | |
outputs=[weather_html, crop_cards_html]) | |
demo.launch() | |
launch_ui() |